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a4c94dd
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Parent(s):
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Add model
Browse files- .gitattributes +2 -0
- README.md +23 -0
- config.json +8 -0
- model.safetensors +3 -0
- vocab.json +3 -0
.gitattributes
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model.sqlite filter=lfs diff=lfs merge=lfs -text
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vocab.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- sentence-similarity
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inference: false
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license: pddl
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language: en
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library_name: staticvectors
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---
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# GloVe 2024 Dolma StaticVectors model
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This model is an export of the new [GloVe 2024 Dolma Vectors](https://nlp.stanford.edu/projects/glove/) (_300d_) for [`staticvectors`](https://github.com/neuml/staticvectors). `staticvectors` enables running inference in Python with NumPy. This helps it maintain solid runtime performance.
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_This model is a quantized version of the base model. It's using 10x256 Product Quantization._
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## Usage with StaticVectors
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```python
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from staticvectors import StaticVectors
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model = StaticVectors("neuml/glove-2024-dolma-quantized")
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model.embeddings(["word"])
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```
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config.json
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{
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"model_type": "staticvectors",
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"storage": "safetensors",
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"format": "text",
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"source": "dolma_300_2024_1.2M.100_combined.txt",
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"total": 1200000,
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"dim": 300
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f61857d91487ef9376c1b1f1cfeb5090fbf1b18b8e264f69a109e5798bd3c812
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size 12307450
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vocab.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4402708cffb7df59926430d36e8d0de64de8a456f32f0d41f841b5c9ba8477f
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size 24250430
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